Overview
Brought to you by YData
Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 40 |
| Missing cells | 6 |
| Missing cells (%) | 0.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.0 KiB |
| Average record size in memory | 179.3 B |
Variable types
| Numeric | 17 |
|---|---|
| Categorical | 5 |
August is highly overall correlated with Count | High correlation |
Count is highly overall correlated with August and 1 other fields | High correlation |
February is highly overall correlated with July | High correlation |
Firstname is highly overall correlated with Last,First and 1 other fields | High correlation |
January is highly overall correlated with df_mycolumn and 1 other fields | High correlation |
July is highly overall correlated with February | High correlation |
Last,First is highly overall correlated with Firstname and 1 other fields | High correlation |
Lastname is highly overall correlated with Firstname and 1 other fields | High correlation |
May is highly overall correlated with Count | High correlation |
Price is highly overall correlated with Product Name | High correlation |
Product Name is highly overall correlated with Price | High correlation |
df_mycolumn is highly overall correlated with January and 1 other fields | High correlation |
tax is highly overall correlated with January and 1 other fields | High correlation |
March has 1 (2.5%) missing values | Missing |
April has 1 (2.5%) missing values | Missing |
August has 1 (2.5%) missing values | Missing |
Count has 3 (7.5%) missing values | Missing |
ID has unique values | Unique |
September has unique values | Unique |
December has unique values | Unique |
df_mycolumn has unique values | Unique |
tax has unique values | Unique |
Reproduction
| Analysis started | 2025-04-11 12:53:43.607503 |
|---|---|
| Analysis finished | 2025-04-11 12:54:17.135608 |
| Duration | 33.53 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
Variables
ID
Real number (ℝ)
Unique 
| Distinct | 40 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.675 |
| Minimum | 3 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 6.9 |
| Q1 | 16.75 |
| median | 28 |
| Q3 | 39.25 |
| 95-th percentile | 48.05 |
| Maximum | 50 |
| Range | 47 |
| Interquartile range (IQR) | 22.5 |
Descriptive statistics
| Standard deviation | 13.982384 |
|---|---|
| Coefficient of variation (CV) | 0.50523518 |
| Kurtosis | -1.2057244 |
| Mean | 27.675 |
| Median Absolute Deviation (MAD) | 11.5 |
| Skewness | -0.068536146 |
| Sum | 1107 |
| Variance | 195.50705 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 3 | 1 | 2.5% |
| 5 | 1 | 2.5% |
| 7 | 1 | 2.5% |
| 8 | 1 | 2.5% |
| 9 | 1 | 2.5% |
| 10 | 1 | 2.5% |
| 11 | 1 | 2.5% |
| 12 | 1 | 2.5% |
| 14 | 1 | 2.5% |
| 16 | 1 | 2.5% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 3 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 14 | 1 | |
| 16 | 1 |
| Value | Count | Frequency (%) |
| 50 | 1 | |
| 49 | 1 | |
| 48 | 1 | |
| 47 | 1 | |
| 46 | 1 | |
| 45 | 1 | |
| 44 | 1 | |
| 43 | 1 | |
| 41 | 1 | |
| 40 | 1 |
Last,First
Categorical
High correlation 
| Distinct | 11 |
|---|---|
| Distinct (%) | 27.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 452.0 B |
| Brennan, Micheal | |
|---|---|
| David, Chloe | |
| Albertson, Kathy | |
| Altman, Zoey | |
| Bittiman, William | |
| Other values (6) |
Length
| Max length | 19 |
|---|---|
| Median length | 16.5 |
| Mean length | 15.1 |
| Min length | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Altman, Zoey |
|---|---|
| 2nd row | Brennan, Micheal |
| 3rd row | Altman, Zoey |
| 4th row | David, Chloe |
| 5th row | Brennan, Micheal |
Common Values
| Value | Count | Frequency (%) |
| Brennan, Micheal | 5 | |
| David, Chloe | 5 | |
| Albertson, Kathy | 5 | |
| Altman, Zoey | 4 | |
| Bittiman, William | 4 | |
| Ferguson, Elizabeth | 3 | |
| Allenson, Carol | 3 | |
| Counts, Elizabeth | 3 | |
| Davis, William | 3 | |
| Jameson, Robinson | 3 |
Length
| Value | Count | Frequency (%) |
| william | 7 | 8.8% |
| elizabeth | 6 | 7.5% |
| brennan | 5 | 6.2% |
| micheal | 5 | 6.2% |
| chloe | 5 | 6.2% |
| david | 5 | 6.2% |
| albertson | 5 | 6.2% |
| kathy | 5 | 6.2% |
| zoey | 4 | 5.0% |
| altman | 4 | 5.0% |
| Other values (10) | 29 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 52 | 8.6% |
| l | 50 | 8.3% |
| n | 49 | 8.1% |
| i | 46 | 7.6% |
| e | 41 | 6.8% |
| , | 40 | 6.6% |
| 40 | 6.6% | |
| o | 37 | 6.1% |
| t | 31 | 5.1% |
| s | 25 | 4.1% |
| Other values (24) | 193 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 604 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 52 | 8.6% |
| l | 50 | 8.3% |
| n | 49 | 8.1% |
| i | 46 | 7.6% |
| e | 41 | 6.8% |
| , | 40 | 6.6% |
| 40 | 6.6% | |
| o | 37 | 6.1% |
| t | 31 | 5.1% |
| s | 25 | 4.1% |
| Other values (24) | 193 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 604 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 52 | 8.6% |
| l | 50 | 8.3% |
| n | 49 | 8.1% |
| i | 46 | 7.6% |
| e | 41 | 6.8% |
| , | 40 | 6.6% |
| 40 | 6.6% | |
| o | 37 | 6.1% |
| t | 31 | 5.1% |
| s | 25 | 4.1% |
| Other values (24) | 193 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 604 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 52 | 8.6% |
| l | 50 | 8.3% |
| n | 49 | 8.1% |
| i | 46 | 7.6% |
| e | 41 | 6.8% |
| , | 40 | 6.6% |
| 40 | 6.6% | |
| o | 37 | 6.1% |
| t | 31 | 5.1% |
| s | 25 | 4.1% |
| Other values (24) | 193 |
Product Name
Categorical
High correlation 
| Distinct | 5 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 452.0 B |
| Calculator | |
|---|---|
| Mobile | |
| Camera | |
| Laptop | |
| Computer |
Length
| Max length | 10 |
|---|---|
| Median length | 6 |
| Mean length | 7.25 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Computer |
|---|---|
| 2nd row | Calculator |
| 3rd row | Camera |
| 4th row | Computer |
| 5th row | Mobile |
Common Values
| Value | Count | Frequency (%) |
| Calculator | 9 | |
| Mobile | 8 | |
| Camera | 8 | |
| Laptop | 8 | |
| Computer | 7 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| calculator | 9 | |
| mobile | 8 | |
| camera | 8 | |
| laptop | 8 | |
| computer | 7 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 42 | |
| o | 32 | |
| l | 26 | |
| C | 24 | |
| t | 24 | |
| r | 24 | |
| e | 23 | |
| p | 23 | |
| u | 16 | 5.5% |
| m | 15 | 5.2% |
| Other values (5) | 41 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 290 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 42 | |
| o | 32 | |
| l | 26 | |
| C | 24 | |
| t | 24 | |
| r | 24 | |
| e | 23 | |
| p | 23 | |
| u | 16 | 5.5% |
| m | 15 | 5.2% |
| Other values (5) | 41 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 290 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 42 | |
| o | 32 | |
| l | 26 | |
| C | 24 | |
| t | 24 | |
| r | 24 | |
| e | 23 | |
| p | 23 | |
| u | 16 | 5.5% |
| m | 15 | 5.2% |
| Other values (5) | 41 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 290 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 42 | |
| o | 32 | |
| l | 26 | |
| C | 24 | |
| t | 24 | |
| r | 24 | |
| e | 23 | |
| p | 23 | |
| u | 16 | 5.5% |
| m | 15 | 5.2% |
| Other values (5) | 41 |
Price
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 452.0 B |
| 3000 | |
|---|---|
| 500 | |
| 1000 | |
| 2000 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.775 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3000 |
|---|---|
| 2nd row | 500 |
| 3rd row | 3000 |
| 4th row | 3000 |
| 5th row | 1000 |
Common Values
| Value | Count | Frequency (%) |
| 3000 | 15 | |
| 500 | 9 | |
| 1000 | 8 | |
| 2000 | 8 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3000 | 15 | |
| 500 | 9 | |
| 1000 | 8 | |
| 2000 | 8 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 111 | |
| 3 | 15 | 9.9% |
| 5 | 9 | 6.0% |
| 1 | 8 | 5.3% |
| 2 | 8 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 151 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 111 | |
| 3 | 15 | 9.9% |
| 5 | 9 | 6.0% |
| 1 | 8 | 5.3% |
| 2 | 8 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 151 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 111 | |
| 3 | 15 | 9.9% |
| 5 | 9 | 6.0% |
| 1 | 8 | 5.3% |
| 2 | 8 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 151 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 111 | |
| 3 | 15 | 9.9% |
| 5 | 9 | 6.0% |
| 1 | 8 | 5.3% |
| 2 | 8 | 5.3% |
January
Real number (ℝ)
High correlation 
| Distinct | 37 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6752.375 |
| Minimum | 1700 |
|---|---|
| Maximum | 16000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 1700 |
|---|---|
| 5-th percentile | 2354 |
| Q1 | 4894.5 |
| median | 6459.5 |
| Q3 | 8648 |
| 95-th percentile | 9797.65 |
| Maximum | 16000 |
| Range | 14300 |
| Interquartile range (IQR) | 3753.5 |
Descriptive statistics
| Standard deviation | 2810.8437 |
|---|---|
| Coefficient of variation (CV) | 0.41627483 |
| Kurtosis | 1.5937216 |
| Mean | 6752.375 |
| Median Absolute Deviation (MAD) | 2133.5 |
| Skewness | 0.54132587 |
| Sum | 270095 |
| Variance | 7900842.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4300 | 2 | 5.0% |
| 2354 | 2 | 5.0% |
| 8563 | 2 | 5.0% |
| 8900 | 1 | 2.5% |
| 7800 | 1 | 2.5% |
| 4200 | 1 | 2.5% |
| 9300 | 1 | 2.5% |
| 1700 | 1 | 2.5% |
| 4290 | 1 | 2.5% |
| 8000 | 1 | 2.5% |
| Other values (27) | 27 |
| Value | Count | Frequency (%) |
| 1700 | 1 | |
| 2354 | 2 | |
| 2355 | 1 | |
| 2578 | 1 | |
| 4200 | 1 | |
| 4290 | 1 | |
| 4300 | 2 | |
| 4578 | 1 | |
| 5000 | 1 | |
| 5300 | 1 |
| Value | Count | Frequency (%) |
| 16000 | 1 | |
| 10000 | 1 | |
| 9787 | 1 | |
| 9674 | 1 | |
| 9500 | 1 | |
| 9300 | 1 | |
| 9077 | 1 | |
| 9050 | 1 | |
| 8900 | 1 | |
| 8657 | 1 |
February
Real number (ℝ)
High correlation 
| Distinct | 36 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6550.375 |
| Minimum | 2319 |
|---|---|
| Maximum | 15389 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 2319 |
|---|---|
| 5-th percentile | 3055 |
| Q1 | 4847.75 |
| median | 6572.5 |
| Q3 | 7883.75 |
| 95-th percentile | 9914.1 |
| Maximum | 15389 |
| Range | 13070 |
| Interquartile range (IQR) | 3036 |
Descriptive statistics
| Standard deviation | 2588.1819 |
|---|---|
| Coefficient of variation (CV) | 0.39511965 |
| Kurtosis | 2.1068093 |
| Mean | 6550.375 |
| Median Absolute Deviation (MAD) | 1483.5 |
| Skewness | 0.8535907 |
| Sum | 262015 |
| Variance | 6698685.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5479 | 2 | 5.0% |
| 7534 | 2 | 5.0% |
| 6020 | 2 | 5.0% |
| 3500 | 2 | 5.0% |
| 6281 | 1 | 2.5% |
| 5490 | 1 | 2.5% |
| 9639 | 1 | 2.5% |
| 10600 | 1 | 2.5% |
| 4391 | 1 | 2.5% |
| 6391 | 1 | 2.5% |
| Other values (26) | 26 |
| Value | Count | Frequency (%) |
| 2319 | 1 | |
| 2352 | 1 | |
| 3092 | 1 | |
| 3435 | 1 | |
| 3465 | 1 | |
| 3500 | 2 | |
| 4020 | 1 | |
| 4200 | 1 | |
| 4391 | 1 | |
| 5000 | 1 |
| Value | Count | Frequency (%) |
| 15389 | 1 | |
| 10600 | 1 | |
| 9878 | 1 | |
| 9835 | 1 | |
| 9639 | 1 | |
| 9018 | 1 | |
| 8674 | 1 | |
| 8533 | 1 | |
| 8192 | 1 | |
| 7967 | 1 |
March
Real number (ℝ)
Missing 
| Distinct | 39 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5493.0769 |
| Minimum | 1685 |
|---|---|
| Maximum | 13531 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 1685 |
|---|---|
| 5-th percentile | 2294.2 |
| Q1 | 3385 |
| median | 4685 |
| Q3 | 7205.5 |
| 95-th percentile | 9848.4 |
| Maximum | 13531 |
| Range | 11846 |
| Interquartile range (IQR) | 3820.5 |
Descriptive statistics
| Standard deviation | 2851.1483 |
|---|---|
| Coefficient of variation (CV) | 0.51904394 |
| Kurtosis | 0.065181789 |
| Mean | 5493.0769 |
| Median Absolute Deviation (MAD) | 1861 |
| Skewness | 0.78156072 |
| Sum | 214230 |
| Variance | 8129046.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5389 | 1 | 2.5% |
| 3623 | 1 | 2.5% |
| 5430 | 1 | 2.5% |
| 2347 | 1 | 2.5% |
| 8732 | 1 | 2.5% |
| 2937 | 1 | 2.5% |
| 3513 | 1 | 2.5% |
| 5413 | 1 | 2.5% |
| 6515 | 1 | 2.5% |
| 6546 | 1 | 2.5% |
| Other values (29) | 29 |
| Value | Count | Frequency (%) |
| 1685 | 1 | |
| 1864 | 1 | |
| 2342 | 1 | |
| 2344 | 1 | |
| 2345 | 1 | |
| 2347 | 1 | |
| 2477 | 1 | |
| 2648 | 1 | |
| 2937 | 1 | |
| 3257 | 1 |
| Value | Count | Frequency (%) |
| 13531 | 1 | |
| 9879 | 1 | |
| 9845 | 1 | |
| 9735 | 1 | |
| 9676 | 1 | |
| 9347 | 1 | |
| 8732 | 1 | |
| 8616 | 1 | |
| 8353 | 1 | |
| 7657 | 1 |
April
Real number (ℝ)
Missing 
| Distinct | 33 |
|---|---|
| Distinct (%) | 84.6% |
| Missing | 1 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1557.5641 |
| Minimum | 1200 |
|---|---|
| Maximum | 2335 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 1200 |
|---|---|
| 5-th percentile | 1233.9 |
| Q1 | 1352.5 |
| median | 1468 |
| Q3 | 1685.5 |
| 95-th percentile | 1974.5 |
| Maximum | 2335 |
| Range | 1135 |
| Interquartile range (IQR) | 333 |
Descriptive statistics
| Standard deviation | 269.87793 |
|---|---|
| Coefficient of variation (CV) | 0.17326923 |
| Kurtosis | 0.3184953 |
| Mean | 1557.5641 |
| Median Absolute Deviation (MAD) | 142 |
| Skewness | 0.89926202 |
| Sum | 60745 |
| Variance | 72834.094 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1546 | 3 | 7.5% |
| 1369 | 2 | 5.0% |
| 1468 | 2 | 5.0% |
| 1336 | 2 | 5.0% |
| 1235 | 2 | 5.0% |
| 1475 | 1 | 2.5% |
| 1455 | 1 | 2.5% |
| 1458 | 1 | 2.5% |
| 1614 | 1 | 2.5% |
| 1964 | 1 | 2.5% |
| Other values (23) | 23 |
| Value | Count | Frequency (%) |
| 1200 | 1 | |
| 1224 | 1 | |
| 1235 | 2 | |
| 1256 | 1 | |
| 1265 | 1 | |
| 1326 | 1 | |
| 1328 | 1 | |
| 1336 | 2 | |
| 1369 | 2 | |
| 1423 | 1 |
| Value | Count | Frequency (%) |
| 2335 | 1 | |
| 1979 | 1 | |
| 1974 | 1 | |
| 1968 | 1 | |
| 1964 | 1 | |
| 1943 | 1 | |
| 1895 | 1 | |
| 1867 | 1 | |
| 1846 | 1 | |
| 1725 | 1 |
May
Real number (ℝ)
High correlation 
| Distinct | 39 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7175.95 |
| Minimum | 2548 |
|---|---|
| Maximum | 19465 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 2548 |
|---|---|
| 5-th percentile | 2751.95 |
| Q1 | 4261 |
| median | 6885 |
| Q3 | 9678.25 |
| 95-th percentile | 12520.9 |
| Maximum | 19465 |
| Range | 16917 |
| Interquartile range (IQR) | 5417.25 |
Descriptive statistics
| Standard deviation | 3631.0028 |
|---|---|
| Coefficient of variation (CV) | 0.50599611 |
| Kurtosis | 2.05085 |
| Mean | 7175.95 |
| Median Absolute Deviation (MAD) | 2829.5 |
| Skewness | 1.1720157 |
| Sum | 287038 |
| Variance | 13184181 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3734 | 2 | 5.0% |
| 9832 | 1 | 2.5% |
| 9787 | 1 | 2.5% |
| 7303 | 1 | 2.5% |
| 8463 | 1 | 2.5% |
| 10378 | 1 | 2.5% |
| 8742 | 1 | 2.5% |
| 14932 | 1 | 2.5% |
| 2732 | 1 | 2.5% |
| 4853 | 1 | 2.5% |
| Other values (29) | 29 |
| Value | Count | Frequency (%) |
| 2548 | 1 | |
| 2732 | 1 | |
| 2753 | 1 | |
| 3235 | 1 | |
| 3458 | 1 | |
| 3465 | 1 | |
| 3718 | 1 | |
| 3734 | 2 | |
| 3973 | 1 | |
| 4357 | 1 |
| Value | Count | Frequency (%) |
| 19465 | 1 | |
| 14932 | 1 | |
| 12394 | 1 | |
| 11394 | 1 | |
| 11384 | 1 | |
| 10378 | 1 | |
| 10347 | 1 | |
| 9844 | 1 | |
| 9832 | 1 | |
| 9787 | 1 |
June
Real number (ℝ)
| Distinct | 39 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15400.975 |
| Minimum | 10382 |
|---|---|
| Maximum | 20473 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 10382 |
|---|---|
| 5-th percentile | 10901.85 |
| Q1 | 12885.5 |
| median | 15143.5 |
| Q3 | 18686.25 |
| 95-th percentile | 19611.4 |
| Maximum | 20473 |
| Range | 10091 |
| Interquartile range (IQR) | 5800.75 |
Descriptive statistics
| Standard deviation | 3122.2664 |
|---|---|
| Coefficient of variation (CV) | 0.20273174 |
| Kurtosis | -1.4240367 |
| Mean | 15400.975 |
| Median Absolute Deviation (MAD) | 2620 |
| Skewness | 0.040955471 |
| Sum | 616039 |
| Variance | 9748547.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19374 | 2 | 5.0% |
| 18930 | 1 | 2.5% |
| 10382 | 1 | 2.5% |
| 17349 | 1 | 2.5% |
| 12937 | 1 | 2.5% |
| 11273 | 1 | 2.5% |
| 14392 | 1 | 2.5% |
| 12731 | 1 | 2.5% |
| 19263 | 1 | 2.5% |
| 12232 | 1 | 2.5% |
| Other values (29) | 29 |
| Value | Count | Frequency (%) |
| 10382 | 1 | |
| 10500 | 1 | |
| 10923 | 1 | |
| 11047 | 1 | |
| 11273 | 1 | |
| 12122 | 1 | |
| 12232 | 1 | |
| 12320 | 1 | |
| 12654 | 1 | |
| 12731 | 1 |
| Value | Count | Frequency (%) |
| 20473 | 1 | |
| 19676 | 1 | |
| 19608 | 1 | |
| 19374 | 2 | |
| 19283 | 1 | |
| 19263 | 1 | |
| 19065 | 1 | |
| 18930 | 1 | |
| 18774 | 1 | |
| 18657 | 1 |
July
Real number (ℝ)
High correlation 
| Distinct | 35 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1569.275 |
| Minimum | 1002 |
|---|---|
| Maximum | 1983 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 1002 |
|---|---|
| 5-th percentile | 1088.5 |
| Q1 | 1355.75 |
| median | 1543 |
| Q3 | 1840.25 |
| 95-th percentile | 1977.3 |
| Maximum | 1983 |
| Range | 981 |
| Interquartile range (IQR) | 484.5 |
Descriptive statistics
| Standard deviation | 276.28812 |
|---|---|
| Coefficient of variation (CV) | 0.176061 |
| Kurtosis | -0.81476686 |
| Mean | 1569.275 |
| Median Absolute Deviation (MAD) | 212 |
| Skewness | -0.20121902 |
| Sum | 62771 |
| Variance | 76335.128 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1543 | 2 | 5.0% |
| 1983 | 2 | 5.0% |
| 1939 | 2 | 5.0% |
| 1356 | 2 | 5.0% |
| 1864 | 2 | 5.0% |
| 1329 | 1 | 2.5% |
| 1853 | 1 | 2.5% |
| 1093 | 1 | 2.5% |
| 1503 | 1 | 2.5% |
| 1266 | 1 | 2.5% |
| Other values (25) | 25 |
| Value | Count | Frequency (%) |
| 1002 | 1 | |
| 1003 | 1 | |
| 1093 | 1 | |
| 1245 | 1 | |
| 1266 | 1 | |
| 1283 | 1 | |
| 1326 | 1 | |
| 1329 | 1 | |
| 1345 | 1 | |
| 1355 | 1 |
| Value | Count | Frequency (%) |
| 1983 | 2 | |
| 1977 | 1 | |
| 1939 | 2 | |
| 1876 | 1 | |
| 1874 | 1 | |
| 1864 | 2 | |
| 1853 | 1 | |
| 1836 | 1 | |
| 1792 | 1 | |
| 1753 | 1 |
August
Real number (ℝ)
High correlation  Missing 
| Distinct | 38 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 1 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5503.2308 |
| Minimum | 2284 |
|---|---|
| Maximum | 9763 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 2284 |
|---|---|
| 5-th percentile | 2543 |
| Q1 | 3487 |
| median | 4653 |
| Q3 | 7769.5 |
| 95-th percentile | 9556.7 |
| Maximum | 9763 |
| Range | 7479 |
| Interquartile range (IQR) | 4282.5 |
Descriptive statistics
| Standard deviation | 2445.2093 |
|---|---|
| Coefficient of variation (CV) | 0.44432251 |
| Kurtosis | -1.3147551 |
| Mean | 5503.2308 |
| Median Absolute Deviation (MAD) | 1804 |
| Skewness | 0.40385239 |
| Sum | 214626 |
| Variance | 5979048.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2728 | 2 | 5.0% |
| 3496 | 1 | 2.5% |
| 3497 | 1 | 2.5% |
| 9743 | 1 | 2.5% |
| 8623 | 1 | 2.5% |
| 2345 | 1 | 2.5% |
| 4598 | 1 | 2.5% |
| 3564 | 1 | 2.5% |
| 3464 | 1 | 2.5% |
| 2849 | 1 | 2.5% |
| Other values (28) | 28 |
| Value | Count | Frequency (%) |
| 2284 | 1 | |
| 2345 | 1 | |
| 2565 | 1 | |
| 2728 | 2 | |
| 2845 | 1 | |
| 2849 | 1 | |
| 3246 | 1 | |
| 3464 | 1 | |
| 3478 | 1 | |
| 3496 | 1 |
| Value | Count | Frequency (%) |
| 9763 | 1 | |
| 9743 | 1 | |
| 9536 | 1 | |
| 8992 | 1 | |
| 8765 | 1 | |
| 8623 | 1 | |
| 8567 | 1 | |
| 8564 | 1 | |
| 8461 | 1 | |
| 7883 | 1 |
September
Real number (ℝ)
Unique 
| Distinct | 40 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8102.1 |
| Minimum | 3456 |
|---|---|
| Maximum | 17955 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 3456 |
|---|---|
| 5-th percentile | 3647.75 |
| Q1 | 5422 |
| median | 8208 |
| Q3 | 9693.75 |
| 95-th percentile | 14273.4 |
| Maximum | 17955 |
| Range | 14499 |
| Interquartile range (IQR) | 4271.75 |
Descriptive statistics
| Standard deviation | 3176.8838 |
|---|---|
| Coefficient of variation (CV) | 0.39210622 |
| Kurtosis | 1.3890089 |
| Mean | 8102.1 |
| Median Absolute Deviation (MAD) | 1647.5 |
| Skewness | 0.86383424 |
| Sum | 324084 |
| Variance | 10092591 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4828 | 1 | 2.5% |
| 8462 | 1 | 2.5% |
| 8575 | 1 | 2.5% |
| 8846 | 1 | 2.5% |
| 5588 | 1 | 2.5% |
| 10399 | 1 | 2.5% |
| 15003 | 1 | 2.5% |
| 7452 | 1 | 2.5% |
| 4028 | 1 | 2.5% |
| 8746 | 1 | 2.5% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 3456 | 1 | |
| 3567 | 1 | |
| 3652 | 1 | |
| 4028 | 1 | |
| 4567 | 1 | |
| 4729 | 1 | |
| 4754 | 1 | |
| 4828 | 1 | |
| 4853 | 1 | |
| 4924 | 1 |
| Value | Count | Frequency (%) |
| 17955 | 1 | |
| 15003 | 1 | |
| 14235 | 1 | |
| 11457 | 1 | |
| 10789 | 1 | |
| 10785 | 1 | |
| 10399 | 1 | |
| 9876 | 1 | |
| 9835 | 1 | |
| 9756 | 1 |
October
Real number (ℝ)
| Distinct | 39 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6630.05 |
| Minimum | 1345 |
|---|---|
| Maximum | 17443 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 1345 |
|---|---|
| 5-th percentile | 2456.4 |
| Q1 | 3329.25 |
| median | 6362.5 |
| Q3 | 8581.25 |
| 95-th percentile | 13579.4 |
| Maximum | 17443 |
| Range | 16098 |
| Interquartile range (IQR) | 5252 |
Descriptive statistics
| Standard deviation | 3933.9967 |
|---|---|
| Coefficient of variation (CV) | 0.59335852 |
| Kurtosis | 0.44021435 |
| Mean | 6630.05 |
| Median Absolute Deviation (MAD) | 2951.5 |
| Skewness | 0.9363721 |
| Sum | 265202 |
| Variance | 15476330 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3246 | 2 | 5.0% |
| 12664 | 1 | 2.5% |
| 6347 | 1 | 2.5% |
| 2578 | 1 | 2.5% |
| 9646 | 1 | 2.5% |
| 5573 | 1 | 2.5% |
| 8524 | 1 | 2.5% |
| 3674 | 1 | 2.5% |
| 5789 | 1 | 2.5% |
| 17443 | 1 | 2.5% |
| Other values (29) | 29 |
| Value | Count | Frequency (%) |
| 1345 | 1 | |
| 2445 | 1 | |
| 2457 | 1 | |
| 2458 | 1 | |
| 2545 | 1 | |
| 2578 | 1 | |
| 2597 | 1 | |
| 2857 | 1 | |
| 3246 | 2 | |
| 3357 | 1 |
| Value | Count | Frequency (%) |
| 17443 | 1 | |
| 15734 | 1 | |
| 13466 | 1 | |
| 12876 | 1 | |
| 12664 | 1 | |
| 10433 | 1 | |
| 9646 | 1 | |
| 9644 | 1 | |
| 9578 | 1 | |
| 8753 | 1 |
November
Real number (ℝ)
| Distinct | 38 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6054.325 |
| Minimum | 1043 |
|---|---|
| Maximum | 9957 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 1043 |
|---|---|
| 5-th percentile | 2318.2 |
| Q1 | 3645.75 |
| median | 5347 |
| Q3 | 8668.75 |
| 95-th percentile | 9836.6 |
| Maximum | 9957 |
| Range | 8914 |
| Interquartile range (IQR) | 5023 |
Descriptive statistics
| Standard deviation | 2753.9586 |
|---|---|
| Coefficient of variation (CV) | 0.45487458 |
| Kurtosis | -1.4716296 |
| Mean | 6054.325 |
| Median Absolute Deviation (MAD) | 2627 |
| Skewness | -0.048759417 |
| Sum | 242173 |
| Variance | 7584287.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5347 | 2 | 5.0% |
| 4643 | 2 | 5.0% |
| 4564 | 1 | 2.5% |
| 8445 | 1 | 2.5% |
| 7746 | 1 | 2.5% |
| 8463 | 1 | 2.5% |
| 3558 | 1 | 2.5% |
| 9957 | 1 | 2.5% |
| 2246 | 1 | 2.5% |
| 8946 | 1 | 2.5% |
| Other values (28) | 28 |
| Value | Count | Frequency (%) |
| 1043 | 1 | |
| 2246 | 1 | |
| 2322 | 1 | |
| 2486 | 1 | |
| 2567 | 1 | |
| 2675 | 1 | |
| 2765 | 1 | |
| 2876 | 1 | |
| 3357 | 1 | |
| 3558 | 1 |
| Value | Count | Frequency (%) |
| 9957 | 1 | |
| 9867 | 1 | |
| 9835 | 1 | |
| 9684 | 1 | |
| 9577 | 1 | |
| 9547 | 1 | |
| 8946 | 1 | |
| 8857 | 1 | |
| 8764 | 1 | |
| 8746 | 1 |
December
Real number (ℝ)
Unique 
| Distinct | 40 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6671.525 |
| Minimum | 2324 |
|---|---|
| Maximum | 15887 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 2324 |
|---|---|
| 5-th percentile | 2394.45 |
| Q1 | 4048 |
| median | 6760.5 |
| Q3 | 8673.75 |
| 95-th percentile | 9910.7 |
| Maximum | 15887 |
| Range | 13563 |
| Interquartile range (IQR) | 4625.75 |
Descriptive statistics
| Standard deviation | 2907.8995 |
|---|---|
| Coefficient of variation (CV) | 0.43586729 |
| Kurtosis | 0.87350876 |
| Mean | 6671.525 |
| Median Absolute Deviation (MAD) | 2052 |
| Skewness | 0.5637456 |
| Sum | 266861 |
| Variance | 8455879.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2397 | 1 | 2.5% |
| 3456 | 1 | 2.5% |
| 2346 | 1 | 2.5% |
| 8655 | 1 | 2.5% |
| 3457 | 1 | 2.5% |
| 8856 | 1 | 2.5% |
| 9535 | 1 | 2.5% |
| 2324 | 1 | 2.5% |
| 8566 | 1 | 2.5% |
| 6534 | 1 | 2.5% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 2324 | 1 | |
| 2346 | 1 | |
| 2397 | 1 | |
| 3344 | 1 | |
| 3427 | 1 | |
| 3456 | 1 | |
| 3457 | 1 | |
| 3458 | 1 | |
| 3465 | 1 | |
| 3478 | 1 |
| Value | Count | Frequency (%) |
| 15887 | 1 | |
| 10646 | 1 | |
| 9872 | 1 | |
| 9674 | 1 | |
| 9546 | 1 | |
| 9535 | 1 | |
| 8856 | 1 | |
| 8769 | 1 | |
| 8765 | 1 | |
| 8676 | 1 |
df_mycolumn
Real number (ℝ)
High correlation  Unique 
| Distinct | 40 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13302.75 |
| Minimum | 9211 |
|---|---|
| Maximum | 20689 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 9211 |
|---|---|
| 5-th percentile | 10009.6 |
| Q1 | 10854.5 |
| median | 13142 |
| Q3 | 15032.5 |
| 95-th percentile | 18535.2 |
| Maximum | 20689 |
| Range | 11478 |
| Interquartile range (IQR) | 4178 |
Descriptive statistics
| Standard deviation | 2867.2119 |
|---|---|
| Coefficient of variation (CV) | 0.21553527 |
| Kurtosis | -0.1970205 |
| Mean | 13302.75 |
| Median Absolute Deviation (MAD) | 2265 |
| Skewness | 0.74419192 |
| Sum | 532110 |
| Variance | 8220903.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14900 | 1 | 2.5% |
| 18539 | 1 | 2.5% |
| 13290 | 1 | 2.5% |
| 15581 | 1 | 2.5% |
| 11731 | 1 | 2.5% |
| 10718 | 1 | 2.5% |
| 10681 | 1 | 2.5% |
| 13441 | 1 | 2.5% |
| 20689 | 1 | 2.5% |
| 14020 | 1 | 2.5% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 9211 | 1 | |
| 9888 | 1 | |
| 10016 | 1 | |
| 10289 | 1 | |
| 10321 | 1 | |
| 10453 | 1 | |
| 10560 | 1 | |
| 10579 | 1 | |
| 10681 | 1 | |
| 10718 | 1 |
| Value | Count | Frequency (%) |
| 20689 | 1 | |
| 18539 | 1 | |
| 18535 | 1 | |
| 18319 | 1 | |
| 17530 | 1 | |
| 17096 | 1 | |
| 16097 | 1 | |
| 15635 | 1 | |
| 15581 | 1 | |
| 15430 | 1 |
tax
Real number (ℝ)
High correlation  Unique 
| Distinct | 40 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1995.4125 |
| Minimum | 1381.65 |
|---|---|
| Maximum | 3103.35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 1381.65 |
|---|---|
| 5-th percentile | 1501.44 |
| Q1 | 1628.175 |
| median | 1971.3 |
| Q3 | 2254.875 |
| 95-th percentile | 2780.28 |
| Maximum | 3103.35 |
| Range | 1721.7 |
| Interquartile range (IQR) | 626.7 |
Descriptive statistics
| Standard deviation | 430.08178 |
|---|---|
| Coefficient of variation (CV) | 0.21553527 |
| Kurtosis | -0.1970205 |
| Mean | 1995.4125 |
| Median Absolute Deviation (MAD) | 339.75 |
| Skewness | 0.74419192 |
| Sum | 79816.5 |
| Variance | 184970.34 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2235 | 1 | 2.5% |
| 2780.85 | 1 | 2.5% |
| 1993.5 | 1 | 2.5% |
| 2337.15 | 1 | 2.5% |
| 1759.65 | 1 | 2.5% |
| 1607.7 | 1 | 2.5% |
| 1602.15 | 1 | 2.5% |
| 2016.15 | 1 | 2.5% |
| 3103.35 | 1 | 2.5% |
| 2103 | 1 | 2.5% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 1381.65 | 1 | |
| 1483.2 | 1 | |
| 1502.4 | 1 | |
| 1543.35 | 1 | |
| 1548.15 | 1 | |
| 1567.95 | 1 | |
| 1584 | 1 | |
| 1586.85 | 1 | |
| 1602.15 | 1 | |
| 1607.7 | 1 |
| Value | Count | Frequency (%) |
| 3103.35 | 1 | |
| 2780.85 | 1 | |
| 2780.25 | 1 | |
| 2747.85 | 1 | |
| 2629.5 | 1 | |
| 2564.4 | 1 | |
| 2414.55 | 1 | |
| 2345.25 | 1 | |
| 2337.15 | 1 | |
| 2314.5 | 1 |
Salary
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 17.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4310 |
| Minimum | 2000 |
|---|---|
| Maximum | 7000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 2000 |
|---|---|
| 5-th percentile | 2000 |
| Q1 | 3000 |
| median | 4250 |
| Q3 | 5000 |
| 95-th percentile | 7000 |
| Maximum | 7000 |
| Range | 5000 |
| Interquartile range (IQR) | 2000 |
Descriptive statistics
| Standard deviation | 1390.4067 |
|---|---|
| Coefficient of variation (CV) | 0.32260016 |
| Kurtosis | -0.36551332 |
| Mean | 4310 |
| Median Absolute Deviation (MAD) | 1000 |
| Skewness | 0.21662996 |
| Sum | 172400 |
| Variance | 1933230.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5000 | 8 | |
| 3000 | 8 | |
| 4000 | 8 | |
| 4500 | 4 | |
| 5600 | 4 | |
| 2000 | 4 | |
| 7000 | 4 |
| Value | Count | Frequency (%) |
| 2000 | 4 | |
| 3000 | 8 | |
| 4000 | 8 | |
| 4500 | 4 | |
| 5000 | 8 | |
| 5600 | 4 | |
| 7000 | 4 |
| Value | Count | Frequency (%) |
| 7000 | 4 | |
| 5600 | 4 | |
| 5000 | 8 | |
| 4500 | 4 | |
| 4000 | 8 | |
| 3000 | 8 | |
| 2000 | 4 |
Lastname
Categorical
High correlation 
| Distinct | 11 |
|---|---|
| Distinct (%) | 27.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 452.0 B |
| Brennan | |
|---|---|
| David | |
| Albertson | |
| Altman | |
| Bittiman | |
| Other values (6) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.875 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Altman |
|---|---|
| 2nd row | Brennan |
| 3rd row | Altman |
| 4th row | David |
| 5th row | Brennan |
Common Values
| Value | Count | Frequency (%) |
| Brennan | 5 | |
| David | 5 | |
| Albertson | 5 | |
| Altman | 4 | |
| Bittiman | 4 | |
| Ferguson | 3 | |
| Allenson | 3 | |
| Counts | 3 | |
| Davis | 3 | |
| Jameson | 3 |
Length
| Value | Count | Frequency (%) |
| brennan | 5 | |
| david | 5 | |
| albertson | 5 | |
| altman | 4 | |
| bittiman | 4 | |
| ferguson | 3 | |
| allenson | 3 | |
| counts | 3 | |
| davis | 3 | |
| jameson | 3 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 43 | |
| a | 24 | 8.7% |
| s | 22 | 8.0% |
| e | 21 | 7.6% |
| t | 20 | 7.3% |
| o | 19 | 6.9% |
| l | 17 | 6.2% |
| i | 16 | 5.8% |
| r | 15 | 5.5% |
| A | 12 | 4.4% |
| Other values (11) | 66 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 275 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 43 | |
| a | 24 | 8.7% |
| s | 22 | 8.0% |
| e | 21 | 7.6% |
| t | 20 | 7.3% |
| o | 19 | 6.9% |
| l | 17 | 6.2% |
| i | 16 | 5.8% |
| r | 15 | 5.5% |
| A | 12 | 4.4% |
| Other values (11) | 66 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 275 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 43 | |
| a | 24 | 8.7% |
| s | 22 | 8.0% |
| e | 21 | 7.6% |
| t | 20 | 7.3% |
| o | 19 | 6.9% |
| l | 17 | 6.2% |
| i | 16 | 5.8% |
| r | 15 | 5.5% |
| A | 12 | 4.4% |
| Other values (11) | 66 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 275 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 43 | |
| a | 24 | 8.7% |
| s | 22 | 8.0% |
| e | 21 | 7.6% |
| t | 20 | 7.3% |
| o | 19 | 6.9% |
| l | 17 | 6.2% |
| i | 16 | 5.8% |
| r | 15 | 5.5% |
| A | 12 | 4.4% |
| Other values (11) | 66 |
Firstname
Categorical
High correlation 
| Distinct | 9 |
|---|---|
| Distinct (%) | 22.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 452.0 B |
| William | |
|---|---|
| Elizabeth | |
| Kathy | |
| Micheal | |
| Chloe | |
| Other values (4) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 6.225 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Zoey |
|---|---|
| 2nd row | Micheal |
| 3rd row | Zoey |
| 4th row | Chloe |
| 5th row | Micheal |
Common Values
| Value | Count | Frequency (%) |
| William | 7 | |
| Elizabeth | 6 | |
| Kathy | 5 | |
| Micheal | 5 | |
| Chloe | 5 | |
| Zoey | 4 | |
| Carol | 3 | |
| Robinson | 3 | |
| Tia | 2 | 5.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| william | 7 | |
| elizabeth | 6 | |
| kathy | 5 | |
| micheal | 5 | |
| chloe | 5 | |
| zoey | 4 | |
| carol | 3 | |
| robinson | 3 | |
| tia | 2 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 33 | |
| i | 30 | |
| a | 28 | |
| h | 21 | 8.4% |
| e | 20 | 8.0% |
| o | 18 | 7.2% |
| t | 11 | 4.4% |
| y | 9 | 3.6% |
| b | 9 | 3.6% |
| C | 8 | 3.2% |
| Other values (13) | 62 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 249 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 33 | |
| i | 30 | |
| a | 28 | |
| h | 21 | 8.4% |
| e | 20 | 8.0% |
| o | 18 | 7.2% |
| t | 11 | 4.4% |
| y | 9 | 3.6% |
| b | 9 | 3.6% |
| C | 8 | 3.2% |
| Other values (13) | 62 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 249 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 33 | |
| i | 30 | |
| a | 28 | |
| h | 21 | 8.4% |
| e | 20 | 8.0% |
| o | 18 | 7.2% |
| t | 11 | 4.4% |
| y | 9 | 3.6% |
| b | 9 | 3.6% |
| C | 8 | 3.2% |
| Other values (13) | 62 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 249 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 33 | |
| i | 30 | |
| a | 28 | |
| h | 21 | 8.4% |
| e | 20 | 8.0% |
| o | 18 | 7.2% |
| t | 11 | 4.4% |
| y | 9 | 3.6% |
| b | 9 | 3.6% |
| C | 8 | 3.2% |
| Other values (13) | 62 |
Count
Real number (ℝ)
High correlation  Missing 
| Distinct | 37 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 3 |
| Missing (%) | 7.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57607.892 |
| Minimum | 39091 |
|---|---|
| Maximum | 80862 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 452.0 B |
Quantile statistics
| Minimum | 39091 |
|---|---|
| 5-th percentile | 46935.4 |
| Q1 | 51538 |
| median | 56641 |
| Q3 | 63621 |
| 95-th percentile | 69252.4 |
| Maximum | 80862 |
| Range | 41771 |
| Interquartile range (IQR) | 12083 |
Descriptive statistics
| Standard deviation | 8786.0136 |
|---|---|
| Coefficient of variation (CV) | 0.15251406 |
| Kurtosis | 0.88751511 |
| Mean | 57607.892 |
| Median Absolute Deviation (MAD) | 5668 |
| Skewness | 0.63468389 |
| Sum | 2131492 |
| Variance | 77194036 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 51587 | 1 | 2.5% |
| 60691 | 1 | 2.5% |
| 60047 | 1 | 2.5% |
| 65630 | 1 | 2.5% |
| 66104 | 1 | 2.5% |
| 51632 | 1 | 2.5% |
| 64806 | 1 | 2.5% |
| 66343 | 1 | 2.5% |
| 48194 | 1 | 2.5% |
| 54238 | 1 | 2.5% |
| Other values (27) | 27 | |
| (Missing) | 3 | 7.5% |
| Value | Count | Frequency (%) |
| 39091 | 1 | |
| 46921 | 1 | |
| 46939 | 1 | |
| 47627 | 1 | |
| 48194 | 1 | |
| 48946 | 1 | |
| 49512 | 1 | |
| 49768 | 1 | |
| 50973 | 1 | |
| 51538 | 1 |
| Value | Count | Frequency (%) |
| 80862 | 1 | |
| 79830 | 1 | |
| 66608 | 1 | |
| 66384 | 1 | |
| 66343 | 1 | |
| 66104 | 1 | |
| 65630 | 1 | |
| 65527 | 1 | |
| 64806 | 1 | |
| 63621 | 1 |
Interactions
Correlations
| April | August | Count | December | February | Firstname | ID | January | July | June | Last,First | Lastname | March | May | November | October | Price | Product Name | Salary | September | df_mycolumn | tax | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| April | 1.000 | -0.088 | -0.144 | 0.219 | 0.048 | 0.000 | 0.159 | -0.246 | -0.077 | -0.061 | 0.000 | 0.000 | -0.236 | -0.226 | 0.014 | 0.084 | 0.000 | 0.000 | 0.207 | 0.071 | -0.227 | -0.227 |
| August | -0.088 | 1.000 | 0.569 | 0.283 | -0.054 | 0.000 | 0.100 | 0.317 | -0.019 | -0.021 | 0.000 | 0.000 | 0.073 | 0.429 | 0.345 | 0.023 | 0.067 | 0.000 | 0.065 | -0.201 | 0.334 | 0.334 |
| Count | -0.144 | 0.569 | 1.000 | 0.076 | 0.085 | 0.000 | -0.111 | 0.345 | -0.074 | 0.400 | 0.000 | 0.000 | 0.221 | 0.615 | 0.061 | -0.024 | 0.338 | 0.265 | 0.158 | 0.296 | 0.442 | 0.442 |
| December | 0.219 | 0.283 | 0.076 | 1.000 | -0.013 | 0.000 | 0.249 | 0.048 | 0.063 | -0.203 | 0.000 | 0.000 | -0.305 | 0.079 | 0.225 | -0.302 | 0.000 | 0.000 | -0.043 | 0.067 | 0.108 | 0.108 |
| February | 0.048 | -0.054 | 0.085 | -0.013 | 1.000 | 0.000 | -0.098 | -0.460 | 0.623 | -0.088 | 0.000 | 0.000 | -0.125 | 0.026 | -0.018 | 0.251 | 0.244 | 0.251 | -0.155 | -0.107 | 0.333 | 0.333 |
| Firstname | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.967 | 0.967 | 0.000 | 0.210 | 0.147 | 0.000 | 0.000 | 0.000 | 0.000 | 0.332 | 0.000 | 0.000 |
| ID | 0.159 | 0.100 | -0.111 | 0.249 | -0.098 | 0.000 | 1.000 | 0.052 | 0.100 | 0.149 | 0.000 | 0.000 | 0.145 | -0.321 | -0.092 | -0.207 | 0.000 | 0.000 | -0.002 | 0.132 | -0.171 | -0.171 |
| January | -0.246 | 0.317 | 0.345 | 0.048 | -0.460 | 0.000 | 0.052 | 1.000 | -0.454 | 0.068 | 0.000 | 0.000 | 0.078 | 0.181 | 0.076 | -0.165 | 0.145 | 0.129 | 0.170 | -0.091 | 0.592 | 0.592 |
| July | -0.077 | -0.019 | -0.074 | 0.063 | 0.623 | 0.000 | 0.100 | -0.454 | 1.000 | -0.068 | 0.053 | 0.053 | -0.129 | -0.178 | -0.064 | 0.302 | 0.214 | 0.351 | -0.211 | -0.108 | 0.037 | 0.037 |
| June | -0.061 | -0.021 | 0.400 | -0.203 | -0.088 | 0.000 | 0.149 | 0.068 | -0.068 | 1.000 | 0.000 | 0.000 | 0.117 | -0.037 | -0.211 | 0.099 | 0.000 | 0.000 | 0.092 | 0.275 | -0.135 | -0.135 |
| Last,First | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.967 | 0.000 | 0.000 | 0.053 | 0.000 | 1.000 | 1.000 | 0.000 | 0.292 | 0.000 | 0.000 | 0.207 | 0.000 | 0.100 | 0.339 | 0.000 | 0.000 |
| Lastname | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.967 | 0.000 | 0.000 | 0.053 | 0.000 | 1.000 | 1.000 | 0.000 | 0.292 | 0.000 | 0.000 | 0.207 | 0.000 | 0.100 | 0.339 | 0.000 | 0.000 |
| March | -0.236 | 0.073 | 0.221 | -0.305 | -0.125 | 0.000 | 0.145 | 0.078 | -0.129 | 0.117 | 0.000 | 0.000 | 1.000 | -0.087 | -0.021 | -0.023 | 0.000 | 0.000 | 0.103 | 0.121 | -0.036 | -0.036 |
| May | -0.226 | 0.429 | 0.615 | 0.079 | 0.026 | 0.210 | -0.321 | 0.181 | -0.178 | -0.037 | 0.292 | 0.292 | -0.087 | 1.000 | 0.026 | 0.095 | 0.000 | 0.000 | 0.269 | 0.024 | 0.283 | 0.283 |
| November | 0.014 | 0.345 | 0.061 | 0.225 | -0.018 | 0.147 | -0.092 | 0.076 | -0.064 | -0.211 | 0.000 | 0.000 | -0.021 | 0.026 | 1.000 | -0.077 | 0.000 | 0.030 | -0.013 | -0.208 | 0.103 | 0.103 |
| October | 0.084 | 0.023 | -0.024 | -0.302 | 0.251 | 0.000 | -0.207 | -0.165 | 0.302 | 0.099 | 0.000 | 0.000 | -0.023 | 0.095 | -0.077 | 1.000 | 0.232 | 0.222 | 0.055 | -0.354 | 0.076 | 0.076 |
| Price | 0.000 | 0.067 | 0.338 | 0.000 | 0.244 | 0.000 | 0.000 | 0.145 | 0.214 | 0.000 | 0.207 | 0.207 | 0.000 | 0.000 | 0.000 | 0.232 | 1.000 | 0.986 | 0.000 | 0.222 | 0.123 | 0.123 |
| Product Name | 0.000 | 0.000 | 0.265 | 0.000 | 0.251 | 0.000 | 0.000 | 0.129 | 0.351 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.222 | 0.986 | 1.000 | 0.000 | 0.152 | 0.170 | 0.170 |
| Salary | 0.207 | 0.065 | 0.158 | -0.043 | -0.155 | 0.000 | -0.002 | 0.170 | -0.211 | 0.092 | 0.100 | 0.100 | 0.103 | 0.269 | -0.013 | 0.055 | 0.000 | 0.000 | 1.000 | 0.202 | -0.024 | -0.024 |
| September | 0.071 | -0.201 | 0.296 | 0.067 | -0.107 | 0.332 | 0.132 | -0.091 | -0.108 | 0.275 | 0.339 | 0.339 | 0.121 | 0.024 | -0.208 | -0.354 | 0.222 | 0.152 | 0.202 | 1.000 | -0.260 | -0.260 |
| df_mycolumn | -0.227 | 0.334 | 0.442 | 0.108 | 0.333 | 0.000 | -0.171 | 0.592 | 0.037 | -0.135 | 0.000 | 0.000 | -0.036 | 0.283 | 0.103 | 0.076 | 0.123 | 0.170 | -0.024 | -0.260 | 1.000 | 1.000 |
| tax | -0.227 | 0.334 | 0.442 | 0.108 | 0.333 | 0.000 | -0.171 | 0.592 | 0.037 | -0.135 | 0.000 | 0.000 | -0.036 | 0.283 | 0.103 | 0.076 | 0.123 | 0.170 | -0.024 | -0.260 | 1.000 | 1.000 |
Missing values
Sample
| ID | Last,First | Product Name | Price | January | February | March | April | May | June | July | August | September | October | November | December | df_mycolumn | tax | Salary | Lastname | Firstname | Count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | Altman, Zoey | Computer | 3000 | 4300 | 10600 | 5389.0 | 1475.0 | 9787 | 10382 | 1329 | 3497.0 | 4828 | 6347 | 7746 | 2397 | 14900 | 2235.00 | 5000 | Altman | Zoey | 51587.0 |
| 1 | 5 | Brennan, Micheal | Calculator | 500 | 8900 | 9639 | 3623.0 | 1369.0 | 9832 | 18930 | 1853 | 3496.0 | 8462 | 12664 | 8463 | 3456 | 18539 | 2780.85 | 3000 | Brennan | Micheal | 66104.0 |
| 2 | 7 | Altman, Zoey | Camera | 3000 | 7800 | 5490 | 5430.0 | 1614.0 | 8742 | 17349 | 1093 | 4598.0 | 8575 | 8524 | 4564 | 2346 | 13290 | 1993.50 | 4000 | Altman | Zoey | 60691.0 |
| 3 | 8 | David, Chloe | Computer | 3000 | 9300 | 6281 | 2347.0 | 1964.0 | 7303 | 12937 | 1326 | 9743.0 | 8846 | 2578 | 8445 | 8655 | 15581 | 2337.15 | 4500 | David | Chloe | 60047.0 |
| 4 | 9 | Brennan, Micheal | Mobile | 1000 | 4200 | 7531 | 8732.0 | 1646.0 | 8463 | 19374 | 1473 | 8623.0 | 5588 | 9646 | 9957 | 3457 | 11731 | 1759.65 | 5000 | Brennan | Micheal | 65630.0 |
| 5 | 10 | Albertson, Kathy | Calculator | 500 | 1700 | 9018 | 2937.0 | 1643.0 | 10378 | 11273 | 1939 | 2345.0 | 10399 | 5573 | 3558 | 8856 | 10718 | 1607.70 | 5600 | Albertson | Kathy | 51632.0 |
| 6 | 11 | Flores, Tia | Laptop | 2000 | 4290 | 6391 | 3513.0 | 1455.0 | 14932 | 14392 | 1266 | 3564.0 | 15003 | 3674 | 8946 | 9535 | 10681 | 1602.15 | 4000 | Flores | Tia | 64806.0 |
| 7 | 12 | Bittiman, William | Camera | 3000 | 9050 | 4391 | 5413.0 | 1458.0 | 2732 | 12731 | 1503 | 3464.0 | 7452 | 5789 | 3357 | 2324 | 13441 | 2016.15 | 3000 | Bittiman | William | 48194.0 |
| 8 | 14 | Ferguson, Elizabeth | Mobile | 1000 | 5300 | 15389 | 6515.0 | 1369.0 | 4853 | 19263 | 1983 | 7643.0 | 4028 | 15734 | 2246 | 8566 | 20689 | 3103.35 | 2000 | Ferguson | Elizabeth | 66343.0 |
| 9 | 16 | Allenson, Carol | Laptop | 2000 | 8000 | 6020 | 6546.0 | 1974.0 | 3718 | 12232 | 1453 | 2849.0 | 8746 | 17443 | 9577 | 6534 | 14020 | 2103.00 | 7000 | Allenson | Carol | 51538.0 |
| ID | Last,First | Product Name | Price | January | February | March | April | May | June | July | August | September | October | November | December | df_mycolumn | tax | Salary | Lastname | Firstname | Count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 30 | 40 | David, Chloe | Calculator | 500 | 2354 | 7534 | 9879.0 | 1943.0 | 2548 | 13900 | 1864 | 4593.0 | 11457 | 3246 | 2675 | 7468 | 9888 | 1483.20 | 5000 | David | Chloe | 56072.0 |
| 31 | 41 | Flores, Tia | Laptop | 2000 | 5445 | 5479 | 3566.0 | 1546.0 | 4586 | 12654 | 1534 | 8461.0 | 14235 | 2857 | 9867 | 10646 | 10924 | 1638.60 | 3000 | Flores | Tia | 57506.0 |
| 32 | 43 | Jameson, Robinson | Computer | 3000 | 8657 | 9878 | 4676.0 | 1235.0 | 4357 | 18657 | 1673 | 4653.0 | 9835 | 2545 | 6245 | 5377 | 18535 | 2780.25 | 4000 | Jameson | Robinson | 63621.0 |
| 33 | 44 | Bittiman, William | Mobile | 1000 | 6854 | 3435 | 9676.0 | 1546.0 | 6467 | 19676 | 1355 | 8564.0 | 7954 | 1345 | 7895 | 6476 | 10289 | 1543.35 | 4500 | Bittiman | William | 65527.0 |
| 34 | 45 | Altman, Zoey | Calculator | 500 | 4578 | 6799 | 9347.0 | NaN | 7645 | 13874 | 1676 | 5347.0 | 9756 | 10433 | 4643 | 4238 | 11377 | 1706.55 | 5000 | Altman | Zoey | NaN |
| 35 | 46 | Allenson, Carol | Laptop | 2000 | 9674 | 7856 | 3578.0 | 1846.0 | 6456 | 17548 | 1543 | 7656.0 | 3567 | 8753 | 9835 | 8568 | 17530 | 2629.50 | 5600 | Allenson | Carol | 59724.0 |
| 36 | 47 | Albertson, Kathy | Camera | 3000 | 2355 | 6856 | 3748.0 | 2335.0 | 3458 | 15087 | 1874 | 3563.0 | 7645 | 12876 | 5347 | 6987 | 9211 | 1381.65 | 4000 | Albertson | Kathy | 46921.0 |
| 37 | 48 | David, Chloe | Computer | 3000 | 8563 | 8533 | 9735.0 | 1867.0 | 7865 | 12987 | 1647 | 8765.0 | 6646 | 6463 | 8643 | 9546 | 17096 | 2564.40 | 3000 | David | Chloe | 66608.0 |
| 38 | 49 | Brennan, Micheal | Mobile | 1000 | 6334 | 5365 | 2477.0 | 1968.0 | 3465 | 13987 | 1356 | 4353.0 | 7634 | 2597 | 7345 | 8769 | 11699 | 1754.85 | 2000 | Brennan | Micheal | 46939.0 |
| 39 | 50 | Counts, Elizabeth | Calculator | 500 | 8645 | 6785 | 9845.0 | 1224.0 | 7563 | 19608 | 1653 | NaN | 10789 | 3863 | 4867 | 7568 | 15430 | 2314.50 | 7000 | Counts | Elizabeth | NaN |